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2020 – today
- 2024
[j9]Hanwei Zhang, Felipe Torres, Ronan Sicre
, Yannis Avrithis, Stéphane Ayache:
Opti-CAM: Optimizing saliency maps for interpretability. Comput. Vis. Image Underst. 248: 104101 (2024)- [j8]Rémi Eyraud, Stéphane Ayache:
Distillation of weighted automata from recurrent neural networks using a spectral approach. Mach. Learn. 113(5): 3233-3266 (2024) - [c57]Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières:
Implicit Regularization in Deep Tucker Factorization: Low-Rankness via Structured Sparsity. AISTATS 2024: 2359-2367 - [c56]Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache:
Mitigation of gender bias in automatic facial non-verbal behaviors generation. ICMI 2024: 284-292 - [c55]Hamed Benazha, Stéphane Ayache, Hachem Kadri, Thierry Artières:
Measuring hallucination in disentangled representations. IJCNN 2024: 1-8 - [c54]Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache:
A Learning Paradigm for Interpretable Gradients. VISIGRAPP (3): VISAPP 2024: 757-764 - [i19]Felipe Torres, Hanwei Zhang, Ronan Sicre, Stéphane Ayache, Yannis Avrithis:
CA-Stream: Attention-based pooling for interpretable image recognition. CoRR abs/2404.14996 (2024) - [i18]Felipe Torres, Hanwei Zhang, Ronan Sicre, Yannis Avrithis, Stéphane Ayache:
A Learning Paradigm for Interpretable Gradients. CoRR abs/2404.15024 (2024) - [i17]Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières:
DP-Net: Learning Discriminative Parts for image recognition. CoRR abs/2404.15037 (2024) - [i16]Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache:
Mitigation of gender bias in automatic facial non-verbal behaviors generation. CoRR abs/2410.07274 (2024) - 2023
- [c53]Emmanuelle Salin, Stéphane Ayache, Benoît Favre:
Towards an Exhaustive Evaluation of Vision-Language Foundation Models. ICCV (Workshops) 2023: 339-352 - [c52]Ronan Sicre, Hanwei Zhang, Julien Dejasmin, Chiheb Daaloul, Stéphane Ayache, Thierry Artières:
DP-Net: Learning Discriminative Parts for Image Recognition. ICIP 2023: 1230-1234 - [c51]Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache:
Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent. ICMI Companion 2023: 228-237 - [i15]Hanwei Zhang, Felipe Torres, Ronan Sicre, Yannis Avrithis, Stéphane Ayache:
Opti-CAM: Optimizing saliency maps for interpretability. CoRR abs/2301.07002 (2023) - [i14]Alice Delbosc, Magalie Ochs, Nicolas Sabouret, Brian Ravenet, Stéphane Ayache:
Towards the generation of synchronized and believable non-verbal facial behaviors of a talking virtual agent. CoRR abs/2311.12804 (2023) - 2022
- [j7]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. 13(2): 894-911 (2022) - [c50]Emmanuelle Salin, Badreddine Farah, Stéphane Ayache, Benoît Favre:
Are Vision-Language Transformers Learning Multimodal Representations? A Probing Perspective. AAAI 2022: 11248-11257 - [c49]Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre:
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? EMNLP 2022: 1538-1555 - [c48]Alice Delbosc, Magalie Ochs, Stéphane Ayache:
Automatic facial expressions, gaze direction and head movements generation of a virtual agent. ICMI Companion 2022: 79-88 - [c47]Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières:
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. ICML 2022: 8484-8501 - [i13]Kais Hariz, Hachem Kadri, Stéphane Ayache, Maher Moakher, Thierry Artières:
Implicit Regularization with Polynomial Growth in Deep Tensor Factorization. CoRR abs/2207.08942 (2022) - [i12]Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre:
Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? CoRR abs/2210.12079 (2022) - 2021
- [c46]Luc Giffon, Stéphane Ayache, Hachem Kadri, Thierry Artières, Ronan Sicre:
PSM-nets: Compressing Neural Networks with Product of Sparse Matrices. IJCNN 2021: 1-8 - [c45]Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières:
Implicit Regularization in Deep Tensor Factorization. IJCNN 2021: 1-8 - [i11]Paolo Milanesi, Hachem Kadri, Stéphane Ayache, Thierry Artières:
Implicit Regularization in Deep Tensor Factorization. CoRR abs/2105.01346 (2021) - [i10]Sergio Escalera, Marti Soler, Stéphane Ayache, Umut Güçlü, Jun Wan, Meysam Madadi, Xavier Baró, Hugo Jair Escalante, Isabelle Guyon:
ChaLearn Looking at People: Inpainting and Denoising challenges. CoRR abs/2106.13071 (2021) - 2020
- [j6]Sergio Escalera, Hugo Jair Escalante, Xavier Baró, Isabelle Guyon, Meysam Madadi, Jun Wan, Stéphane Ayache, Yagmur Güçlütürk, Umut Güçlü:
Guest Editorial: Image and Video Inpainting and Denoising. IEEE Trans. Pattern Anal. Mach. Intell. 42(5): 1021-1024 (2020) - [c44]Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola:
Partial Trace Regression and Low-Rank Kraus Decomposition. ICML 2020: 5031-5041 - [c43]Stéphane Ayache, Ronan Sicre, Thierry Artières:
Transfer Learning by Weighting Convolution. IJCNN 2020: 1-8 - [c42]Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart:
Mapping individual differences in cortical architecture using multi-view representation learning. IJCNN 2020: 1-8 - [i9]Akrem Sellami, François-Xavier Dupé, Bastien Cagna, Hachem Kadri, Stéphane Ayache, Thierry Artières, Sylvain Takerkart:
Mapping individual differences in cortical architecture using multi-view representation learning. CoRR abs/2004.02804 (2020) - [i8]Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola:
Partial Trace Regression and Low-Rank Kraus Decomposition. CoRR abs/2007.00935 (2020) - [i7]Philipp O. Tsvetkov, Rémi Eyraud, Stéphane Ayache, Anton A. Bougaev, Soazig Malesinski, Hamed Benazha, Svetlana Gorokhova, Christophe Buffat, Caroline Dehais, Marc Sanson, Franck Bielle, Dominique Figarella-Branger, Olivier Chinot, Emeline Tabouret, François Devred:
An AI-powered blood test to detect cancer using nanoDSF. CoRR abs/2008.03493 (2020) - [i6]Rémi Eyraud, Stéphane Ayache:
Distillation of Weighted Automata from Recurrent Neural Networks using a Spectral Approach. CoRR abs/2009.13101 (2020)
2010 – 2019
- 2019
- [c41]Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri:
Deep Networks with Adaptive Nyström Approximation. IJCNN 2019: 1-8 - [i5]Luc Giffon, Stéphane Ayache, Thierry Artières, Hachem Kadri:
Deep Networks with Adaptive Nyström Approximation. CoRR abs/1911.13036 (2019) - 2018
- [c40]Stéphane Ayache, Rémi Eyraud, Noé Goudian:
Explaining Black Boxes on Sequential Data using Weighted Automata. ICGI 2018: 81-103 - [i4]Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier:
Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR abs/1802.00745 (2018) - [i3]Stéphane Ayache, Rémi Eyraud, Noé Goudian:
Explaining Black Boxes on Sequential Data using Weighted Automata. CoRR abs/1810.05741 (2018) - 2017
- [c39]Hugo Jair Escalante, Isabelle Guyon, Sergio Escalera, Júlio C. S. Jacques Júnior, Meysam Madadi, Xavier Baró, Stéphane Ayache, Evelyne Viegas, Yagmur Güçlütürk, Umut Güçlü, Marcel A. J. van Gerven, Rob van Lier:
Design of an explainable machine learning challenge for video interviews. IJCNN 2017: 3688-3695 - 2015
- [c38]Hervé Le Borgne, Philippe Henri Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat:
IRIM at TRECVID 2015: Semantic Indexing. TRECVID 2015 - 2014
- [c37]Emilie Morvant, Amaury Habrard, Stéphane Ayache:
Majority Vote of Diverse Classifiers for Late Fusion. S+SSPR 2014: 153-162 - [c36]Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Nadia Derbas, Mateusz Budnik, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat:
IRIM at TRECVID 2014: Semantic Indexing and Instance Search. TRECVID 2014 - [i2]Emilie Morvant, Amaury Habrard, Stéphane Ayache:
Majority Vote of Diverse Classifiers for Late Fusion. CoRR abs/1404.7796 (2014) - 2013
- [c35]Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant:
The Multi-Task Learning View of Multimodal Data. ACML 2013: 261-276 - [c34]Benoît Favre, Géraldine Damnati, Frédéric Béchet, Meriem Bendris, Delphine Charlet, Rémi Auguste, Stéphane Ayache, Benjamin Bigot, Alexandre Delteil, Richard Dufour, Corinne Fredouille, Georges Linarès, Jean Martinet, Grégory Senay, Pierre Tirilly:
PERCOLI: A Person Identification System for the 2013 REPERE Challenge. SLAM@INTERSPEECH 2013: 55-60 - [c33]Nicolas Ballas, Benjamin Labbé, Hervé Le Borgne, Philippe Gosselin, David Picard, Miriam Redi, Bernard Mérialdo, Iván González-Díaz, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Thi-Thu-Thuy Vuong, Han Dong, Nadia Derbas, Georges Quénot, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat:
IRIM at TRECVID 2013 : Semantic Indexing and Instance Search. TRECVID 2013 - 2012
- [j5]Emilie Morvant, Amaury Habrard, Stéphane Ayache:
Parsimonious unsupervised and semi-supervised domain adaptation with good similarity functions. Knowl. Inf. Syst. 33(2): 309-349 (2012) - [c32]Bahjat Safadi, Stéphane Ayache, Georges Quénot:
Active Cleaning for Video Corpus Annotation. MMM 2012: 518-528 - [c31]Frédéric Béchet, Rémi Auguste, Stéphane Ayache, Delphine Charlet, Géraldine Damnati, Benoît Favre, Corinne Fredouille, Christophe Lévy, Georges Linarès, Jean Martinet:
Percol0 - un système multimodal de détection de personnes dans des documents vidéo (Percol0 - A multimodal person detection system in video documents) [in French]. JEP-TALN-RECITAL 2012 2012: 553-560 - [c30]Nicolas Ballas, Benjamin Labbé, Aymen Shabou, Hervé Le Borgne, Philippe Gosselin, Miriam Redi, Bernard Mérialdo, Hervé Jégou, Jonathan Delhumeau, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Abdelkader Hamadi, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot, Hervé Bredin, Matthieu Cord, Boyang Gao, Chao Zhu, Yuxing Tang, Emmanuel Dellandréa, Charles-Edmond Bichot, Liming Chen, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin, Tran Ngoc Trung, Dijana Petrovska, Gérard Chollet, Andrei Stoian, Michel Crucianu:
IRIM at TRECVID 2012 : Semantic Indexing and Instance Search. TRECVID 2012 - [i1]Emilie Morvant, Amaury Habrard, Stéphane Ayache:
PAC-Bayesian Majority Vote for Late Classifier Fusion. CoRR abs/1207.1019 (2012) - 2011
- [c29]Emilie Morvant, Amaury Habrard, Stéphane Ayache:
Sparse Domain Adaptation in Projection Spaces Based on Good Similarity Functions. ICDM 2011: 457-466 - [c28]Emilie Morvant, Amaury Habrard, Stéphane Ayache:
On the Usefulness of Similarity Based Projection Spaces for Transfer Learning. SIMBAD 2011: 1-16 - [c27]Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin:
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 2011 - [c26]Emilie Morvant, Stéphane Ayache, Amaury Habrard, Miriam Redi, Claudiu Tanase, Bernard Mérialdo, Bahjat Safadi, Franck Thollard, Nadia Derbas, Georges Quénot:
VideoSense at TRECVID 2011: Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking. TRECVID 2011 - 2010
- [j4]Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem:
Recherche par le contenu dans des documents audiovisuels multilingues. Document Numérique 13(1): 229-246 (2010) - [j3]Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem:
Content-based search in multilingual audiovisual documents using the International Phonetic Alphabet. Multim. Tools Appl. 48(1): 123-140 (2010) - [c25]Stéphane Ayache, Georges Quénot, Andy Tseng:
The LIGVID System for video retrieval and concept annotation. CBMI 2010: 1-5 - [c24]Stéphane Ayache, Georges Quénot, Andy Tseng:
The lIGVID system for video retrieval and concept annotation. Multimedia Information Retrieval 2010: 385-388 - [c23]David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert:
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID 2010
2000 – 2009
- 2009
- [c22]Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem:
Content-Based Search in Multilingual Audiovisual Documents Using the International Phonetic Alphabet. CBMI 2009: 150-155 - [c21]Stéphane Ayache, Georges Quénot, Laurent Besacier:
The LIG multi-criteria system for video retrieval. CIVR 2009 - [c20]Georges Quénot, Tien Ping Tan, Viet Bac Le, Stéphane Ayache, Laurent Besacier, Philippe Mulhem:
Recherche par le contenu dans des documents audiovisuels multilingues. CORIA 2009: 67-82 - [c19]Hervé Glotin, Zhong-Qiu Zhao, Stéphane Ayache:
Efficient image concept indexing by harmonic & arithmetic profiles entropy. ICIP 2009: 277-280 - [c18]Stéphane Ayache:
LIF TREC VIDEO 2009 High Level Feature Extraction Using Genetic Fusion. TRECVID 2009 - [c17]Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau:
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID 2009 - 2008
- [c16]Stéphane Ayache, Georges Quénot:
The LIG multi-criteria system for video retrieval. CIVR 2008: 557-558 - [c15]Stéphane Ayache, Georges Quénot:
Video Corpus Annotation Using Active Learning. ECIR 2008: 187-198 - [c14]Georges Quénot, Jenny Benois-Pineau, Boris Mansencal, Eliana Rossi, Matthieu Cord, Frédéric Precioso, David Gorisse, Patrick Lambert, Bertrand Augereau, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Stéphane Ayache:
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS 2008: 80-84 - [c13]Hervé Glotin, Zhongqui Zhao, Stéphane Ayache, Georges Quénot:
IRIM at TRECVID 2008: High Level Feature Extraction. TRECVID 2008 - [c12]Stéphane Ayache, Georges Quénot:
LIG and LIRIS at TRECVID 2008: High Level Feature Extraction and Collaborative Annotation. TRECVID 2008 - 2007
- [j2]Stéphane Ayache, Georges Quénot, Jérôme Gensel:
Image and Video Indexing Using Networks of Operators. EURASIP J. Image Video Process. 2007 (2007) - [j1]Stéphane Ayache, Georges Quénot:
Evaluation of active learning strategies for video indexing. Signal Process. Image Commun. 22(7-8): 692-704 (2007) - [c11]Stéphane Ayache, Georges Quénot:
Evaluation of Active Learning Strategies for Video Indexing. CBMI 2007: 259-266 - [c10]Stéphane Ayache, Georges Quénot:
Indexation de documents multimédia par réseaux d'opérateurs. CORIA 2007: 385-400 - [c9]Stéphane Ayache, Georges Quénot, Jérôme Gensel:
Classifier Fusion for SVM-Based Multimedia Semantic Indexing. ECIR 2007: 494-504 - [c8]Stéphane Ayache, Georges Quénot:
TRECVID 2007: Collaborative Annotation using Active Learning. TRECVID 2007 - 2006
- [c7]Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh:
Using Topic Concepts for Semantic Video Shots Classification. CIVR 2006: 300-309 - [c6]Stéphane Ayache, Georges Quénot, Shin'ichi Satoh:
Context-Based Conceptual Image Indexing. ICASSP (2) 2006: 421-424 - [c5]Stéphane Ayache, Jérôme Gensel, Georges Quénot:
CLIPS-LSR Experiments at TRECVID 2006. TRECVID 2006 - 2005
- [c4]Stéphane Ayache, Georges Quénot, Mbarek Charhad:
Video Shot Classification Using Lexical Context. ECIR 2005: 549-551 - [c3]Stéphane Ayache, Georges Quénot, Jérôme Gensel, Shin'ichi Satoh:
CLIPS-LSR-NII Experiments at TRECVID 2005. TRECVID 2005 - 2004
- [c2]Laurent Besacier, Georges Quénot, Stéphane Ayache, Daniel Moraru:
Video story segmentation with multi-modal features: experiments on TRECvid 2003. Multimedia Information Retrieval 2004: 221-227 - [c1]Georges Quénot, Daniel Moraru, Stéphane Ayache, Mbarek Charhad, Mickaël Guironnet, Lionel Carminati, Philippe Mulhem, Jérôme Gensel, Denis Pellerin, Laurent Besacier:
CLIPS-LIS-LSR-LABRI Experiments in TRECVID 2004 (DRAFT). TRECVID 2004
Coauthor Index
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